I'm still not clear based on that article, are the dependencies still 
always downloaded via the internet upon instance startup? I want to know 
because if I'm using a large library like OpenCV, the scaling for Flex 
instances would be even slower, would it not? Can you use warm-up requests 
in the flexible environment? 

On Friday, July 13, 2018 at 10:56:41 AM UTC-4, George (Cloud Platform 
Support) wrote:
>
> The Python run-time will automatically install all dependencies declared 
> in your requirements.txt file during deployment. The library loading delay 
> impact on start-up time is usually negligible; it may become a problem 
> though, for instance in case of large third-party libraries. Related 
> information may be found on the "Using Python Libraries" documentation 
> page 
> <https://cloud.google.com/appengine/docs/flexible/python/using-python-libraries>
> . 
>
> You have some means at your disposal to speed up your instance start up, 
> such as using warm-up requests, lazy-loading your imports, or in the most 
> extreme case, pruning your dependency tree. More detail on the subject may 
> be found on forum articles such as "Best practices for App Engine startup 
> time: Google Cloud Performance Atlas" in the Google Cloud Platform Blog 
> <https://cloudplatform.googleblog.com/2017/06/best-practices-for-App-Engine-startup-time-Google-Cloud-Performance-Atlas.html>
> . 
>

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